Gianni Cristian Iannelli

According to our database, Gianni Cristian Iannelli authored at least 15 papers between 2013 and 2020.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2020

On the Optimal Design of Convolutional Neural Networks for Earth Observation Data Analysis by Maximization of Information Extraction.

Andrea Marinoni, Gianni Cristian Iannelli, Salman Khaleghian, Paolo Gamba

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019

Urban Extent Extraction Combining Sentinel Data in the Optical and Microwave Range.

Gianni Cristian Iannelli, Paolo Gamba

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Building Footprint Extraction from Multispectral, Spaceborne Earth Observation Datasets Using a Structurally Optimized U-Net Convolutional Neural Network.

Giorgio Pasquali, Gianni Cristian Iannelli, Fabio Dell'Acqua

Remote. Sens., 2019

Using social media data to map urban areas: ideas and limits.

Zelang Miao, Gianni Cristian Iannelli, Paolo Gamba

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

A Novel Strategy for Very-Large-Scale Cash-Crop Mapping in the Context of Weather-Related Risk Assessment, Combining Global Satellite Multispectral Datasets, Environmental Constraints, and In Situ Acquisition of Geospatial Data.

Fabio Dell'Acqua, Gianni Cristian Iannelli, Marco A. Torres, Mario L. V. Martina

Sensors, 2018

Jointly Exploiting Sentinel-1 and Sentinel-2 for Urban Mapping.

Gianni Cristian Iannelli, Paolo Gamba

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

An Information Theory-Based Scheme for Efficient Classification of Remote Sensing Data.

Andrea Marinoni, Gianni Cristian Iannelli, Paolo Gamba

IEEE Trans. Geosci. Remote. Sens., 2017

Improving the HBDT framework fusing HR and VHR SAR and optical data for image classification.

Gianni Cristian Iannelli, Paolo Gamba

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

The IEEE GRSS data and algorithm standard evaluation (DASE) website: Incrementally building a standardized assessment for algorithm performance.

Fabio Dell'Acqua, Gianni Cristian Iannelli, John P. Kerekes, Gabriele Moser, Leland E. Pierce, Emanuele Goldoni

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016

Improving urban extent extraction from VHR optical data by means of cloud detection and image reconstruction.

Gianni Cristian Iannelli, Paolo Gamba, Xinghua Li, Huanfeng Shen

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Hierarchical hybrid decision tree multiscale fusion for urban image classification.

Gianni Cristian Iannelli, Paolo Gamba

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015

A feature-based approach to register CBERS CCD and HRC imagery for built-up area extraction purposes.

Daniele De Vecchi, Mostapha Harb, Gianni Cristian Iannelli, Paolo Gamba, Fabio Dell'Acqua, Raul Queiroz Feitosa

Proceedings of the Joint Urban Remote Sensing Event, 2015

A landscape archaeology application of "big heritage data": Detecting traces of Roman centuriations in large-scale, old aerial photos.

Fabio Dell'Acqua, Gianni Cristian Iannelli, Gianni Lisini, Niccolo Ricardi, Maria Elena Gorrini, Chiara Mussi, Mirella T. A. Robino

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

Urban Area Extent Extraction in Spaceborne HR and VHR Data Using Multi-Resolution Features.

Gianni Cristian Iannelli, Gianni Lisini, Fabio Dell'Acqua, Raul Queiroz Feitosa, Gilson Alexandre Ostwald Pedro da Costa, Paolo Gamba

Sensors, 2014

2013

Fusion of spectral and spatial features for human settlement extraction.

Gianni Cristian Iannelli, Paolo Gamba, Fabio Dell'Acqua, Gianni Lisini, Gilson A. O. P. da Costa, Raul Queiroz Feitosa

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013